{"id":"W2367724278","doi":"","title":"Factors and Orientations in Integrating the Construction of Fine Teaching Resources","year":2014,"lang":"en","type":"article","venue":"Journal of Northeast Normal University","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Status quo; Realm; Computer science; Teaching method; Mathematics education; Knowledge management; Political science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007642047,0.0003079459,0.000246812,0.002059608,0.002417148,0.00726297,0.0005696692,0.0005840181,0.002039794],"category_scores_gemma":[0.01668916,0.0003178916,0.0002931008,0.001978357,0.007184636,0.003092503,0.004610443,0.001218051,0.0002392567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003609366,"about_ca_system_score_gemma":0.007930101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009105247,"about_ca_topic_score_gemma":0.01225357,"domain_scores_codex":[0.9914896,0.004387812,0.0005758538,0.0004315297,0.001911105,0.001204131],"domain_scores_gemma":[0.9890008,0.004361857,0.001738592,0.0006397433,0.00159866,0.002660197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001200877,0.000582629,0.5058131,0.0001811025,0.00004264505,0.001053378,0.3177656,0.000480053,0.005834622,0.07357155,0.0005933486,0.09396189],"study_design_scores_gemma":[0.00001824769,0.0001761412,0.4023651,0.0003334613,0.00005126578,0.0004938937,0.5487024,0.001303435,0.001953724,0.02254361,0.02199348,0.00006535754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97101,0.00007727389,0.003179698,0.000527089,0.000009210418,0.0001089063,0.00001772725,0.00001666033,0.02505329],"genre_scores_gemma":[0.9965472,0.00007134154,0.002249923,0.00003257988,0.000002715662,0.00002303088,0.00001378276,0.000007701023,0.001051789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009105247,"threshold_uncertainty_score":0.04041547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759958262833244,"score_gpt":0.2701286205738772,"score_spread":0.2525290379455448,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}